The context
AI is most useful when it fits a specific workflow and has a clear job to do, rather than being added for its own sake.
The approach
Start from a repeatable task, define acceptable inputs and outputs, keep review points visible, and assess the workflow before expanding it.
Early learnings & principles
- Define the problem before choosing a model.
- Keep human review where it matters.
- Measure usefulness, reliability, and effort saved.
This page describes an exploration and its intended approach. Specific implementation details, measured outcomes, collaborators, and delivery status will be added only when verified information is available.